Successfully reported this slideshow.
We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads. You can change your ad preferences anytime.

Ristimaki presentation VTT SmartHealth Ecosystem Event 12.6.2019

86 views

Published on

SmartHealth Ecosystem Event 12.6.2019, Matti Ristimäki presentation on Healthcare bigdata - accelerating algorithm development for personalized medicine

Published in: Technology
  • Be the first to comment

  • Be the first to like this

Ristimaki presentation VTT SmartHealth Ecosystem Event 12.6.2019

  1. 1. Matti Ristimäki Vice President, Data-driven business Healthcare bigdata accelerating algorithm development for personalized medicine From reactive organizations to preventive and individually centric ones @mattiristimaki
  2. 2. TIME-TO-DATA @mattiristimaki
  3. 3. Data-driven organisation Traditional organisation ICT ICT ICT ICT Data Platform = Healthcare service= Patient @mattiristimaki
  4. 4. DATA CHALLENGE @mattiristimaki
  5. 5. Data scattered in various systems Unstructured text data Confidential privacy data Data bias – only data from sick people Lack of efficient data models @mattiristimaki
  6. 6. BIG DATA PLATFORM FOR HEALTHCARE @mattiristimaki
  7. 7. Helsinki University Hospital University of Helsinki Engaged citizens Virtual hospital Partners: CleverHealth Network Pharma Companies Quality registers National registries HR Research databases Patient journals (EMR) Financials / Cost per patient Radiology Genome Acute care monitors / Medical devices Service usage Laboratory Pathology Imaging Personal wellbeing gadgets CASE HELSINKI UNIVERSITY HOSPITAL DATA PLATFORM Time to data Data platform Biobank @mattiristimaki
  8. 8. Clinical-analytics Advance AI development University’s research Partner’s product development AGILE AI DEV Research sandbox Research Sandbox Research Sandbox Cancer center side platform Biobank Side platform X Side platform AI applications Processes Data in HUS DATA PLATFORM HUS data team Tieto platform team @mattiristimaki
  9. 9. RESEARCH AND ANALYTICS SUPPORT OPERATIVE AND CLINICAL EXCELLENCE SELF-SERVICE ANALYTICS AND DATA APPLICATIONS @mattiristimaki
  10. 10. EXAMPLES @mattiristimaki
  11. 11. Optimaalisuus ECARE FOR ME – NEXT GENERATION ALGORITHM RESEARCH FOR SPECIAL CARE @mattiristimaki
  12. 12. In Finland 6000 different rare diseases ~6% citizens, ~18% of special care cost Waste of resources is significant Lähde: HUS Harvinaisten sairauksien toimintayksikön vuosikertomus Cost 80% of time 20% of cost 80% of cost 20% of time Time EXAMPLE 1: RARE DISEASES @mattiristimaki
  13. 13. EXAMPLE 2: ACUTE LEUKEMIA @mattiristimaki Treatment is highly toxic; treatment-related mortality (TRM) is 10-30% < 50% of patients benefit from therapy, all are exposed to toxicity and TRM Millions of data points per patient available
  14. 14. @mattiristimaki

×